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Is attention required for ICL? Exploring the Relationship Between Model
  Architecture and In-Context Learning Ability

Is attention required for ICL? Exploring the Relationship Between Model Architecture and In-Context Learning Ability

12 October 2023
Ivan Lee
Nan Jiang
Taylor Berg-Kirkpatrick
ArXivPDFHTML

Papers citing "Is attention required for ICL? Exploring the Relationship Between Model Architecture and In-Context Learning Ability"

3 / 3 papers shown
Title
Train Short, Test Long: Attention with Linear Biases Enables Input
  Length Extrapolation
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation
Ofir Press
Noah A. Smith
M. Lewis
242
690
0
27 Aug 2021
What Makes Good In-Context Examples for GPT-$3$?
What Makes Good In-Context Examples for GPT-333?
Jiachang Liu
Dinghan Shen
Yizhe Zhang
Bill Dolan
Lawrence Carin
Weizhu Chen
AAML
RALM
275
1,296
0
17 Jan 2021
Scaling Laws for Neural Language Models
Scaling Laws for Neural Language Models
Jared Kaplan
Sam McCandlish
T. Henighan
Tom B. Brown
B. Chess
R. Child
Scott Gray
Alec Radford
Jeff Wu
Dario Amodei
226
4,424
0
23 Jan 2020
1